The popularity of the anti-vax movement in the United States and elsewhere is the cause of new lethal epidemics of diseases that are fully preventable by modern medicine [Benecke and DeYoung, 2019]. Creationism creeps into science classrooms with the aim of undermining the teaching of evolution through legal obligations or school boards’ decisions to present both sides of a debate largely foreign to the scientific community [Taylor, 2017]. And one simply has to turn on the TV and watch so-called science channels to be bombarded with aliens, ghosts, cryptids and miracles as though they are
This is the second of a 2-part series about the changes that have taken place in how public libraries adapted to COVID-19. Part 1 focused on what libraries were doing prior to pandemic, the challenges that they faced due to COVID-19, and how they pivoted to a “new normal”. Part 2 focuses on innovations in programming and professional development that have helped to strengthen the library profession during the pandemic.
A team of experts from five institutions (University of Minnesota, Adler Planetarium, University of Wyoming, Colorado State University, and UC San Diego) links field-based and online analysis capabilities to support citizen science, focusing on three research areas (cell biology, ecology, and astronomy). The project builds on Zooniverse and CitSci.org, leverages the NSF Science Gateways Community Institute, and enhances the quality of citizen science and the experience of its participants.
This project creates an integrated Citizen Science Cyberinfrastructure (CSCI) framework that expands the capacity of research communities across several disciplines to use citizen science as a suitable and sustainable research methodology. CSCI produces three improvements to the infrastructure for citizen science already provided by Zooniverse and CitSci.org:
Combining Modes - connecting the process of data collection and analysis;
Smart Assignment - improving the assignment of tasks during analysis; and
New Data Models - exploring the Data-as-Subject model. By treating time series data as data, this model removes the need to create images for classification and facilitates more complex workflows. These improvements are motivated and investigated through three distinct scientific cases:
Biomedicine (3D Morphology of Cell Nucleus). Currently, Zooniverse 'Etch-a-Cell' volunteers provide annotations of cellular components in images from high-resolution microscopy, where a single cell provides a stack containing thousands of sliced images. The Smart Task Assignment capability incorporates this information, so volunteers are not shown each image in a stack where machines or other volunteers have already evaluated some subset of data.
Ecology (Identifying Individual Animals). When monitoring wide-ranging wildlife populations, identification of individual animals is needed for robust estimates of population sizes and trends. This use case combines field collection and data analysis with deep learning to improve results.
Astronomy (Characterizing Lightcurves). Astronomical time series data reveal a variety of behaviors, such as stellar flares or planetary transits. The existing Zooniverse data model requires classification of individual images before aggregation of results and transformation back to refer to the original data. By using the Data-as-Subject model and the Smart Task Assignment capability, volunteers will be able to scan through the entire time series in a machine-aided manner to determine specific light curve characteristics.
The team explores the use of recurrent neural networks (RNNs) to determine automated learning architectures best suited to the projects. Of particular interest is how the degree to which neighboring subjects are coupled affects performance. The integration of existing tools, which is based on application programming interfaces (APIs), also facilitates further tool integration. The effort creates a citizen science framework that directly advances knowledge for three science use cases in biomedicine, ecology, and astronomy, and combines field-collected data with data analysis. This has the ability to solve key problems in the individual applications, as well as benefiting the research of the dozens of projects on the Zooniverse platform. It provides benefits to researchers using citizen scientists, and to the nearly 1.6 million citizen scientists themselves.
This award by the Office of Advanced Cyberinfrastructure is jointly supported by the Division of Research on Learning in Formal and Informal Settings, within the NSF Directorate for Education and Human Resources.
This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
The Museum of Science and Industry (MOSI), in collaboration with the Tampa Community Development Corporation (CDC), will create a youth STEAM (science, technology, engineering, arts, and mathematics) program designed by East Tampa neighborhood participants for the neighborhood. The STEAM program will be a first of its kind in the area and will bring a continuum of experiences in STEAM fields to underserved middle and high school students, as well as volunteer participants, who come from the East Tampa neighborhood. Initial programming topics for career exploration include astronomy/cosmology and space exploration, environmental sciences, engineering, robotics, crime scene forensics, and medical explorations. The project will expand the museum's ability to create a STEAM continuum, increase interest in STEAM careers, and to increase awareness of skills necessary to be successful in STEAM careers.
In 2010 EarthSky Communications Inc. was awarded a broad implementation grant from the National Science Foundation (NSF) entitled Proyecto de Implementacion Amplia EarthSky en Español (EarthSky in Spanish Broad Implementation Project). In partnership with the Spanish media company Univision Communications Inc. and a national Advisory Committee of Hispanic scientists, educators, and media experts, EarthSky proposed to present science information and scientist interviews to Spanish-preferring U.S. Hispanics via short video programs distributed on television and the Internet. Under the Broad
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TEAM MEMBERS:
Knight Williams Inc.Valerie Knight-WilliamsDeborah ByrdRachel TeelDivan WilliamsRoxana HernandezEric AndersonGabriel SimmonsSauleh Rahbari
This poster was presented at the 2014 AISL PI Meeting. It describes the radio and stage storytelling programs undertaken by the Center for Chemical Evolution, a CCI jointly funded by NSF and NASA.
The National Federation of the Blind (NFB), with six science centers across the U.S., will develop, implement, and evaluate the National Center for Blind Youth in Science (NCBYS), a three-year full-scale development project to increase informal learning opportunities for blind youth in STEM. Through partnerships and companion research, the NCBYS will lead to greater capacity to engage the blind in informal STEM learning. The NCBYS confronts a critical area of need in STEM education, and a priority for the AISL program: the underrepresentation of people with disabilities in STEM. Educators are often unaware of methods to deliver STEM concepts to blind students, and students do not have the experience with which to advocate for accommodations. Many parents of blind students are ill-equipped to provide support or request accessible STEM adaptations. The NCBYS will expose blind youth to non-visual methods that facilitate their involvement in STEM; introduce science centers to additional non-visual methods that facilitate the involvement of the blind in their exhibits; educate parents as to their students' ability to be independent both inside and outside the STEM classroom; provide preservice teachers of blind students with hands-on experience with blind students in STEM; and conduct research to inform a field that is lacking in published material. The NCBYS will a) conduct six regional, two-day science programs for a total of 180 blind youth, one day taking place at a local science center; b) conduct concurrent onsite parent training sessions; c) incorporate preservice teachers of blind students in hands-on activities; and d) perform separate, week-long, advanced-study residential programs for 60 blind high school juniors and seniors focused on the design process and preparation for post-secondary STEM education. The NCBYS will advance knowledge and understanding in informal settings, particularly as they pertain to the underrepresented disability demographic; but it is also expected that benefits realized from the program will translate to formal arenas. The proposed team represents the varied fields that the project seeks to inform, and holds expertise in blindness education, STEM education, museum education, parent outreach, teacher training, disability research, and project management. The initiative is a unique opportunity for science centers and the disability population to collaborate for mutual benefit, with lasting implications in informal STEM delivery, parent engagement, and teacher training. It is also an innovative approach to inspiring problem-solving skills in blind high school students through the design process. A panel of experts in various STEM fields will inform content development. NCBYS advances the discovery and understanding of STEM learning for blind students by integrating significant research alongside interactive programs. The audience includes students and those responsible for delivering STEM content and educational services to blind students. For students, the program will demonstrate their ability to interface with science center activities. Students will also gain mentoring experience through activities paired with younger blind students. Parents and teachers of blind students, as well as science center personnel, will gain understanding in the experiences of the blind in STEM, and steps to facilitate their complete involvement. Older students will pursue design inquiries into STEM at a more advanced level, processes that would be explored in post-secondary pursuits. By engaging these groups, the NCBYS will build infrastructure in the informal and formal arenas. Society benefits from the inclusion of new scientific minds, resulting in a diverse workforce. The possibility for advanced study and eventual employment for blind students also reduces the possibility that they would be dependent upon society for daily care in the future. The results of the proposed project will be disseminated and published broadly through Web sites; e-mail lists; social media; student-developed e-portfolios of the design program; an audio-described video; and presentations at workshops for STEM educators, teachers of blind students, blind consumer groups, researchers in disability education, and museum personnel.
In this paper, Alan J. Friedman, director of the New York Hall of Science, discusses the importance of evaluation, specifically formative evaluation, for measuring success at a museum and fulfilling mission statements. Friedman presents four real examples of exhibit projects, in which the directors or exhibit directors involved elected to expend funds for formative evaluation. Friedman goes on to discuss the benefits of this research and what surprising information staff came to know as a result.
The Chedd-Angier Production Company is requesting support for the long-standing, highly acclaimed PBS series, "Scientific American Frontiers," now in its 13th season. Alan Alda hosts the program. NSF funds will leverage existing PBS support and expand the series from five to six programs and increase the scope and depth of the science covered in each program. Topics in the new season cover a broad range of disciplines including cutting edge scientific efforts in cosmology, anthropology, global warming, brain research, obesity and weight loss, and hydrogen fuel cell research. The funds will also be used to expand the "Frontiers" web site and raise the visibility of the program by enhancing the promotional campaign. These efforts will aim to improve the value of the series to science teachers as well as to the general audience. Formative evaluation will be undertaken by Multimedia Research; summative evaluation, by Knight-Williams Research Communications.